diff --git a/src/meta-srv/src/selector/load_based.rs b/src/meta-srv/src/selector/load_based.rs
index 72306bd9ed48..9e34ca0563ae 100644
--- a/src/meta-srv/src/selector/load_based.rs
+++ b/src/meta-srv/src/selector/load_based.rs
@@ -13,18 +13,53 @@
 // limitations under the License.
 
 use api::v1::meta::Peer;
+use common_meta::key::table_name::TableNameKey;
+use common_meta::key::TableMetadataManager;
+use common_meta::rpc::router::find_leaders;
 use common_telemetry::warn;
+use snafu::ResultExt;
 
-use crate::error::Result;
+use crate::error::{self, Result};
 use crate::keys::{LeaseKey, LeaseValue, StatKey};
 use crate::lease;
 use crate::metasrv::SelectorContext;
 use crate::selector::{Namespace, Selector};
+use crate::service::store::kv::KvBackendAdapter;
 
 const MAX_REGION_NUMBER: u64 = u64::MAX;
 
 pub struct LoadBasedSelector;
 
+async fn get_leader_peer_ids(
+    table_metadata_manager: &TableMetadataManager,
+    catalog: &str,
+    schema: &str,
+    table: &str,
+) -> Result<Vec<u64>> {
+    let table_name = table_metadata_manager
+        .table_name_manager()
+        .get(TableNameKey::new(catalog, schema, table))
+        .await
+        .context(error::TableMetadataManagerSnafu)?;
+
+    Ok(if let Some(table_name) = table_name {
+        table_metadata_manager
+            .table_route_manager()
+            .get(table_name.table_id())
+            .await
+            .context(error::TableMetadataManagerSnafu)?
+            .map(|route| {
+                find_leaders(&route.region_routes)
+                    .into_iter()
+                    .map(|peer| peer.id)
+                    .collect()
+            })
+            .unwrap_or_default()
+    } else {
+        Vec::new()
+    })
+}
+
 #[async_trait::async_trait]
 impl Selector for LoadBasedSelector {
     type Context = SelectorContext;
@@ -41,11 +76,22 @@ impl Selector for LoadBasedSelector {
         let stat_keys: Vec<StatKey> = lease_kvs.keys().map(|k| k.into()).collect();
         let stat_kvs = ctx.meta_peer_client.get_dn_stat_kvs(stat_keys).await?;
 
+        let leader_peer_ids = if let (Some(catalog), Some(schema), Some(table)) =
+            (&ctx.catalog, &ctx.schema, &ctx.table)
+        {
+            let table_metadata_manager =
+                TableMetadataManager::new(KvBackendAdapter::wrap(ctx.kv_store.clone()));
+
+            get_leader_peer_ids(&table_metadata_manager, catalog, schema, table).await?
+        } else {
+            Vec::new()
+        };
+
         let mut tuples: Vec<(LeaseKey, LeaseValue, u64)> = lease_kvs
             .into_iter()
+            .filter(|(lease_k, _)| !leader_peer_ids.contains(&lease_k.node_id))
             .map(|(lease_k, lease_v)| {
                 let stat_key: StatKey = (&lease_k).into();
-
                 let region_num = match stat_kvs
                     .get(&stat_key)
                     .and_then(|stat_val| stat_val.region_num())